Multiple models of information fusion processes: Quality definition and estimation |
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| Affiliation: | 1. 39, 14-th Line, St. Petersburg 199178, Russia;2. Department of Modelling and Simulation, Riga Technical University, Kalku Street 1, LV-1658 Riga, Latvia;1. Department of Biochemistry, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand;2. Department of Biochemistry, Faculty of Science, Kasetsart University, Bangkok, Thailand;3. Center of Excellence in Clinical Virology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand;1. Department of Computer and Information Science (IDA), Linköping University, SE-581 83 Linköping, Sweden;2. Department of Computer Engineering, Modeling, Electronics and Systems Science (DIMES), University of Calabria, Via P. Bucci 41C, 87036 Rende, CS, Italy;3. Scania AB, SE-151 87 Södertälje, Sweden;1. Department of Mechanical Engineering, University of Seville, Camino de los Descubrimientos s/n, E-41092 Seville, Spain;2. Department of Orthodontics and Dentofacial Orthopedics, The University of Tokushima Graduate School, Tokushima, Japan;1. Technical University of Cluj-Napoca, 28 Memorandumului, 400144 Cluj-Napoca, Cluj, Romania;2. University of Agricultural Science and Veterinary Medicine Cluj-Napoca, 3-5 Calea Mănăştur, 400372 Cluj-Napoca, Romania;3. “Iuliu Haţieganu” University of Medicine and Pharmacy Cluj-Napoca, Department of Medical Informatics and Biostatistics, 6 Louis Pasteur, 400349 Cluj-Napoca, Cluj, Romania |
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| Abstract: | Now problems of a multi-criteria quality estimation of models as well as a justified selection of task-oriented models are still not investigated thoroughly enough. The importance of the problems increases when a research object is described not via a single model, but with a set or a complex of multiple models including models from different classes or combined models such as combined analytical-simulation models, logical-algebraic ones, etc. The aforementioned problems are being investigated within the theory of model quality control. The description of main elements of this theory and its applications is the primary goal of the paper. |
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| Keywords: | Information fusion Model quality control Multiple models |
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